1 citations · 1 across the 3 of their papers we have counts for
3 papers
cs.AI2024★ 1 cited
Change-Point Detection in Industrial Data Streams based on Online Dynamic Mode Decomposition with Control
Marek Wadinger, Michal Kvasnica, Yoshinobu Kawahara
We propose a novel change-point detection method based on online Dynamic Mode Decomposition with control (ODMDwC). Leveraging ODMDwC's ability to find and track linear approximatio…
cs.LG2023
Adaptable and Interpretable Framework for Novelty Detection in Real-Time IoT Systems
Marek Wadinger, Michal Kvasnica
This paper presents the Real-time Adaptive and Interpretable Detection (RAID) algorithm. The novel approach addresses the limitations of state-of-the-art anomaly detection methods…
cs.LG2023
Real-Time Outlier Detection with Dynamic Process Limits
Marek Wadinger, Michal Kvasnica
Anomaly detection methods are part of the systems where rare events may endanger an operation's profitability, safety, and environmental aspects. Although many state-of-the-art ano…